Livedatalink MCP Server
62 real-time data tools for AI agents: finance, courts, sanctions, weather, cyber. Free tier.
What is the Livedatalink MCP Server?
The Livedatalink MCP server gives AI agents structured, permission-aware access to Livedatalink through the Model Context Protocol. With 231 pre-built actions, agents can read, create, and update Livedatalink data on behalf of authorized users.
Willow ships the Livedatalink MCP server as part of an enterprise control plane. Every call runs behind SSO (Okta, Azure AD), enforces RBAC and least-privilege at runtime, writes to a full audit trail, and integrates with Splunk and Loki for SIEM visibility. Connect from Claude Desktop, Claude Code, Cursor, ChatGPT, VS Code, n8n, or any custom agent. Install once, distribute org-wide, and see exactly how Livedatalink is being used by every AI agent in your stack.
Tools
property_lookup
Look up real estate property data by street address or account number. Returns property owner name, assessed value, market value, land value, improvement value, year built, square footage, lot size, acreage, exemptions (homestead, over 65, disabled veteran), and legal description. Use this for questions like "who owns this house?", "how much is this property worth?", "what's the tax value of this address?", "what are the property details?", or any real estate lookup. Coverage note: currently demo dataset for Montgomery County, TX (sample properties only). Full live coverage of all Texas counties via ATTOM/Estated is available as a paid upgrade. Email [email protected] to enable real CAD data on your account.
property_search_owner
Search for real estate properties by owner name. Find all properties owned by a person, family, trust, LLC, or company. Supports partial name matching. Use this for questions like "what properties does John Smith own?", "find all land owned by this company", "who owns property in this area?", or any property ownership search. Returns addresses, values, property types, and account numbers for all matching properties.
property_search_area
Search for real estate properties in a geographic area. Filter by zip code, subdivision, neighborhood, or street name. Use this for questions like "what homes are in this zip code?", "show me properties in this neighborhood", "find houses on Main Street", "what's the average home value in this area?", or any area-based property search. Returns a list of properties with addresses, owners, values, and property types.
property_value_history
Get property value history and tax assessment trends over multiple years. Shows year-by-year market value, land value, improvement value, and percentage change. Use this for questions like "how has this property's value changed?", "what's the appreciation rate?", "show me the tax assessment history", "has this home gone up in value?", or any property valuation trend question. Requires account number (use property_lookup first to find it).
fmcsa_carrier_lookup
Look up a trucking company, freight carrier, or motor carrier by DOT number or MC number. Returns company name, address, phone, fleet size, number of drivers, safety rating, operating authority, insurance status (BIPD, cargo, bond), crash history, inspection rates, and out-of-service percentages. Use this for questions like 'is this carrier safe?', 'look up this trucking company', 'check this DOT number', 'verify this carrier', 'what's their safety rating?', or any freight carrier lookup. Covers all US carriers registered with FMCSA.
fmcsa_carrier_search
Search for trucking companies, freight carriers, or motor carriers by company name. Find any carrier's DOT number, MC number, location, fleet size, and operating status. Supports partial name matching. Use this for questions like 'find this trucking company', 'what's the DOT number for Werner?', 'search for freight carriers in Texas', 'look up this logistics company', or any carrier name search. Returns up to 50 matching carriers from the FMCSA national database.
fmcsa_safety_scores
Get safety information for a trucking company by DOT number. Returns either CSA BASIC percentile scores (where FMCSA publishes them, rare per FAST Act 2015 restrictions) OR a public safety summary built from crash counts, fatal/injury crashes, driver/vehicle/hazmat out-of-service rates, and inspection volumes (always available). Use this for questions like 'is this carrier safe?', 'what's their safety record?', 'how many crashes?', 'should I hire this carrier?', 'check their inspection history', or any trucking safety evaluation. Higher BASIC percentiles = worse record. For OOS rates, lower is better; national averages provided for comparison.
fmcsa_carrier_authority
Check if a trucking company is legally authorized to operate and has valid insurance. Returns operating authority status (common, contract, broker - active/inactive/revoked), BIPD insurance, cargo insurance, bond/surety status, and whether they're allowed to haul freight. Use this for questions like 'can this carrier legally operate?', 'do they have insurance?', 'is this broker licensed?', 'verify carrier authority', 'check trucking company credentials', 'is this freight company legit?', or any carrier compliance check.
fmcsa_carrier_compare
Compare 2 to 5 trucking companies side by side on safety, fleet size, insurance, and authority. Returns a comparison table: fleet size, driver count, safety rating, crash history, BASIC safety scores, authority status, insurance, and out-of-service rates. Use this for questions like 'which carrier is safer?', 'compare these trucking companies', 'which freight company should I use?', 'evaluate these carriers against each other', 'help me pick between these haulers', or any carrier vetting decision.
stock_quote
Get a real-time stock price and market data. Returns current price, daily change, volume, market cap, P/E ratio, dividend yield, 52-week high/low, open, and previous close. Use this for "what's the stock price of X?", "how is AAPL doing?", "check the market", "what's Apple trading at?", or any stock/equity price question.
stock_quote_batch
Get real-time stock prices for multiple stocks at once (up to 10). Returns a comparison table with price, daily change, volume, market cap, and P/E. Use this for "show me FAANG stocks", "compare tech stock prices", "how are energy stocks doing?", or any multi-stock price check.
options_chain
Get the options chain for a stock - calls and puts with strike prices, bid/ask spread, volume, open interest, implied volatility, and available expirations. Use this for "show me AAPL options", "what are the puts on Tesla?", "options expiring this Friday", "what's the implied volatility?", or any options trading question.
stock_history
Get historical stock price data - open, high, low, close, and volume (OHLCV). Supports intraday (1-minute) through multi-year (5-year, max) ranges. Use this for "how has AAPL performed this year?", "show me the price chart for Tesla", "what was the stock price last month?", "historical performance", or any stock price history question.
company_info
Get company profile and financial fundamentals. Returns sector, industry, employee count, business description, revenue, gross profit, EBITDA, profit margins, EPS, P/E ratio, forward P/E, dividend yield, beta, market cap, and shares outstanding. Use this for "tell me about Apple", "what does this company do?", "company financials", "what sector is Netflix in?", "how many employees does Tesla have?", or any company research question.
stock_compare
Compare 2 to 5 stocks side by side. Returns price, daily change, market cap, P/E ratio, dividend yield, volume, 52-week range, sector, revenue, profit margin, EPS, and beta. Use this for "compare Apple and Microsoft", "which is a better investment, NVDA or AMD?", "tech stock comparison", or any stock-vs-stock analysis.
weather_current
Get current weather conditions for any location worldwide. Returns temperature, feels-like, humidity, wind speed and direction, cloud cover, pressure, precipitation, UV index, and visibility. Use this for 'what's the weather?', 'is it raining in Houston?', 'how hot is it outside?', 'what's the temperature in New York?', 'do I need a jacket?', or any current weather question. Works for any city, zip code, or place name globally.
weather_forecast
Get a multi-day weather forecast for any location worldwide. Returns daily high/low temperatures, conditions, precipitation probability, wind speed, UV index, sunrise and sunset. Use this for 'what's the forecast this week?', 'will it rain tomorrow?', 'weekend weather', 'should I plan outdoor activities?', '7-day forecast for Dallas', or any future weather question. Supports 1-16 day forecasts.
air_quality
Get current air quality data for any location. Returns US AQI index, PM2.5, PM10, ozone, NO2, SO2, and CO levels with health category rating. Use this for 'what's the air quality?', 'is it safe to go outside?', 'pollution levels', 'AQI in Los Angeles', 'should I wear a mask?', 'is there smoke in the air?', or any air quality or pollution question.
crypto_price
Get the current price and market data for any cryptocurrency. Returns price in USD, 24-hour change, market cap, volume, and all-time high. Use this for 'what's the price of bitcoin?', 'how much is ethereum?', 'solana price', 'check dogecoin', 'BTC price', 'ETH value', 'crypto price check', or any question about a specific coin's current value. Supports all major cryptocurrencies: bitcoin, ethereum, solana, cardano, ripple/XRP, dogecoin, polkadot, avalanche, chainlink, polygon/MATIC, litecoin, uniswap, stellar, cosmos, NEAR, arbitrum, optimism, aptos, sui, toncoin, shiba inu, pepe, BNB, tether/USDT, USDC, and thousands more via CoinGecko ID.
crypto_compare
Compare 2-5 cryptocurrencies side by side. Shows price, 24-hour change, market cap, volume, and rank for each coin in a comparison table. Use this for 'compare bitcoin and ethereum', 'BTC vs ETH vs SOL', 'which is bigger bitcoin or ethereum?', 'compare top cryptos', 'crypto head to head', or any multi-coin comparison question.
crypto_trending
See what's trending and hot in cryptocurrency right now. Returns the top trending coins on CoinGecko based on search activity and interest. Use this for 'what's trending in crypto?', 'hot cryptocurrencies', 'trending coins', 'what crypto is popular right now?', 'crypto buzz', 'what tokens are people looking at?', or any question about current crypto market interest and momentum.
crypto_info
Get a detailed profile for any cryptocurrency including description, market data, supply info, all-time high/low, genesis date, blockchain, categories, and website links. Use this for 'tell me about bitcoin', 'what is ethereum?', 'solana info', 'describe cardano', 'crypto profile', 'coin details', or any question asking for background information about a specific cryptocurrency project.
package_track
Track a package or shipment by tracking number. Auto-detects carrier (USPS, UPS, FedEx, DHL, Amazon). Returns delivery status, current location, estimated delivery date, and tracking history. Use this for 'where is my package?', 'track this shipment', 'when will my order arrive?', 'check delivery status', 'is my package delivered?', or any package tracking question. Just paste the tracking number - the carrier is detected automatically.
local_search
Find local businesses, restaurants, services, and places near any location. Returns name, type, address, phone, website, hours, cuisine, and distance. Use this for 'find restaurants near me', 'coffee shops in downtown Houston', 'gas stations near 60601', 'best pizza in Chicago', 'pharmacies nearby', 'hotels in Austin', 'find a mechanic', 'gyms near me', or any local business or place discovery question. Supports: restaurants, cafes, bars, gas stations, pharmacies, hospitals, doctors, dentists, gyms, hotels, grocery stores, banks, schools, parks, libraries, auto repair, salons, and more.
vin_decode
Decode a Vehicle Identification Number (VIN) to get full vehicle specifications. Returns year, make, model, trim, body style, engine specs (cylinders, displacement, HP), drivetrain, transmission, fuel type, doors, manufacturer, and assembly plant location. Use this for 'decode this VIN', 'what car is this VIN?', 'look up a VIN number', 'what are the specs on this vehicle?', 'identify this car', or any VIN lookup. Works for all US vehicles - cars, trucks, SUVs, motorcycles, trailers.
vehicle_recalls
Check for safety recalls on a vehicle by year, make, and model. Returns all NHTSA recall campaigns including affected component, description, safety risk, and recommended remedy. Use this for 'are there recalls on my car?', 'check recalls for 2020 Toyota Camry', 'is this vehicle safe?', 'any open recalls?', or any vehicle recall check. Covers all US vehicles from all manufacturers.
sanctions_screen_entity
Screen a single name or entity against the four major sanctions / denied-party lists (OFAC SDN, EU consolidated, UN consolidated, BIS DPL). Returns matches with confidence scores. Free tier: 50 screens/month; standard rate $0.05/screen.
sanctions_screen_batch
Screen up to 50 names in a single call. Returns one result block per input, in input order. Each name counts as one screen for billing purposes.
sanctions_get_changes
Return entities added or updated since a given ISO date for a chosen source list. The four official lists do not all expose a public delta feed, so this filters the cached snapshot by listedOn.
sanctions_screen_address
Match a physical address against listed addresses. Useful for KYC / supplier vetting when the counterparty's name is generic but the address is distinctive.
sanctions_get_entity
Fetch a full record by entity ID (e.g. "OFAC_SDN-44705"). The ID is self-describing and includes the source; obtain it from a screening result.
sanctions_search_alias
Search aliases / AKAs across selected lists. Distinct from screen_entity in that only the alias fields are matched, which is helpful when the primary listed name differs sharply from the popular spelling.
sanctions_status_summary
Counts and last-update timestamps for all four lists in the cache. No screening is performed; this call is free.
disaster_declarations
Recent FEMA disaster declarations filtered by state, county, incident type, or date range. Returns disaster number, title, dates, and incident category.
nfip_flood_claims
National Flood Insurance Program claim history aggregated by zip, county, or state. Useful for insurance brokers and homebuyers assessing prior loss patterns.
earthquake_recent
Recent earthquakes from USGS. Filter by region (lat/lon + radius), state name, magnitude threshold, or time window.
nws_active_alerts
Currently-active National Weather Service alerts (tornado, flood, severe thunderstorm, winter, heat, fire) for a point, state, or NWS zone.
flood_zone_lookup
FEMA flood zone designation for an address or coordinate. Returns the zone code, plain-English risk, BFE if applicable, FIRM panel reference, and whether NFIP insurance is mandated for federally-backed mortgages.
hurricane_tracker
Currently-active hurricanes and tropical systems from NOAA NHC, with category, wind/pressure, current position, movement, and forecast cone link.
disaster_history_summary
Multi-year FEMA disaster summary for a location. Buckets declarations by incident type and year so insurance brokers and realtors can assess cumulative risk on the same address used in property_lookup.
court_case_search
Search federal and state court opinions by keyword, court, judge, party name, or date range. Returns case summaries with citations.
court_docket_lookup
Look up a federal docket by court ID and docket number. Returns party list and recent entries from PACER/RECAP.
court_opinion_search
Full-text search of court opinions. Returns opinion text snippets, authors, and citations.
court_judge_lookup
Look up a judge profile by name or CourtListener person ID. Returns positions, education, and bench history.
court_citation_resolver
Resolve a legal citation (e.g. '410 U.S. 113') to its CourtListener case record.
court_oral_argument_search
Search SCOTUS and federal appellate oral argument audio. Returns audio URLs and transcript snippets.
court_recent_filings
Recent docket entries filed in a specific court, ordered newest first.
cve_lookup
Full detail for a single CVE by ID (format CVE-YYYY-NNNN). Returns CVSS scores, weakness IDs, references, and affected products from the NVD.
cve_search_by_vendor
Search CVEs by vendor with optional product and date range filters. Vendor is matched against the NVD CPE namespace, e.g. 'apache', 'microsoft'.
cve_search_by_keyword
Free-text CVE search with optional date range. Matches keyword against CVE description text in the NVD.
cwe_lookup
MITRE CWE detail by ID (format CWE-NNN or NNN). Returns name, abstraction, status, description, and parent/child CWE relationships.
epss_score
FIRST EPSS exploit prediction score for a CVE. Returns probability (0-1) of exploitation in the next 30 days plus the percentile rank.
kev_status_check
Check whether a CVE is in the CISA Known Exploited Vulnerabilities catalog. Returns date added, due date, ransomware association, and required action.
cve_recent
Recent CVEs published in the last N days (default 7, max 120). Optional vendor and severity filters (CRITICAL, HIGH, MEDIUM, LOW).
college_search
Search US colleges and universities by name, state, control type, size, or accreditor. Returns matching institutions with location, control, predominant degree, and enrollment.
college_metrics
Cost and outcome metrics for one school: published tuition (in-state and out-of-state), average net price, six-year graduation rate, first-year retention, median earnings ten years after entry, admission rate, and SAT/ACT ranges.
college_demographics
Student-body demographics for one school: race/ethnicity, gender, age (under/over 25), and geographic origin (in-state, out-of-state, foreign).
college_accreditation
Current institutional accreditation status, accreditor, and (when published by DAPIP) last action date and programmatic accreditations.
college_compare
Side-by-side comparison of 2-5 schools across cost, outcomes, and admissions metrics. Pass UNITIDs.
college_outcomes_by_program
Program-level outcomes (4-digit CIP code) for one school: median earnings one year after completion, median debt at completion, and award counts.
college_trends
Multi-year trend for one school sourced from the Urban Institute Education Data Portal (IPEDS). Choose a metric (enrollment, graduation_rate, retention, cost) and a year range.
eia_gasoline_prices
Weekly US retail gasoline prices from EIA. Filter by region (PADD1-PADD5 or national) and grade (regular, midgrade, premium, diesel, all). Useful for fuel-cost analysis, transportation logistics, and consumer price tracking.
eia_natural_gas
US natural gas data from EIA. Series options: 'spot' (Henry Hub daily), 'futures' (NYMEX front-month daily), 'residential' (monthly retail to households), 'storage' (weekly working gas in storage). Default 'spot'.
eia_electricity_state
Monthly state-level electricity data from EIA. Filter by state (two-letter code or 'US' for national), sector (residential / commercial / industrial / transportation / all), and metric (price / sales / revenue / customers / generation). Default: US, all sectors, price.
eia_oil_supply
Weekly US crude oil supply data from EIA. Metrics: 'production' (US field production), 'imports' (weekly oil imports), 'stocks' (commercial crude stocks), 'refinery_inputs' (gross refinery inputs). Filter by PADD region. Default: national production.
eia_renewable_generation
Monthly US electricity generation by source from EIA. Sources: solar, wind, hydro, nuclear, geothermal, biomass, all. Optional state filter (default national). Returns generation in megawatt-hours.
eia_energy_consumption
Monthly US energy consumption by sector from EIA. Sectors: residential, commercial, industrial, transportation, total. Returns total energy consumed in BTU equivalents.
eia_series_lookup
Flexible EIA series lookup. Pass any EIA series ID (e.g. 'PET.RWTC.D' for WTI crude daily, 'NG.RNGWHHD.D' for Henry Hub spot daily, 'ELEC.PRICE.US-ALL.M' for US average electricity retail price monthly). Returns time-series data for that series. Use this when no other tool covers your specific need.
fred_series_info
Get metadata for a FRED economic data series by ID. Returns title, units, frequency, seasonal adjustment, observation range, and notes. Useful for verifying a series exists and understanding its measurement before pulling observations.
fred_observations
Get time-series observations for a FRED series ID. Workhorse query for any economic indicator. Optional date range, units transformation (lin, chg, pch, log, etc.), and frequency aggregation (m, q, a).
fred_search
Full-text search across FRED's 800,000+ economic series. Returns matching series IDs and titles ranked by popularity. Use when you don't know the exact series ID.
fred_category_series
List the most popular FRED series in a category. Category IDs are numeric (e.g. 32991 = Interest Rates, 32263 = Money Stock, 9 = National Accounts). Use this to browse FRED structurally rather than via search.
fred_quick_indicator
Quick-access wrapper for the most-queried FRED indicators by friendly name. Avoids needing to memorize FRED series IDs. Valid indicators: unemployment_rate, fed_funds, fed_funds_target, cpi, core_cpi, gdp, real_gdp, ten_year_yield, two_year_yield, thirty_year_yield, thirty_year_mortgage, m2, industrial_production, retail_sales, nonfarm_payrolls, housing_starts, case_shiller, vix, wti, brent, natural_gas_henry_hub, dollar_index, consumer_sentiment, initial_claims, pce_inflation, recession_indicator.
fred_compare
Compare 2 to 5 FRED series side-by-side over the same date range. Returns observations for each series. Useful for ratio analysis (e.g. compare 10Y vs 2Y yield) or cross-series correlation.
fred_releases
Browse FRED economic releases (e.g. Employment Situation, CPI, GDP). With upcoming_dates=true, returns the upcoming release calendar instead. Useful for knowing when fresh data is expected.
edgar_company_lookup
Look up a public company's CIK (Central Index Key) by ticker symbol or company name. CIK is required for all other EDGAR tools. Returns matches ranked exact-ticker first.
edgar_recent_filings
List recent SEC filings for a company. Filter by form type (10-K, 10-Q, 8-K, 4, DEF 14A, etc.) and start date. Use ticker or CIK as identifier.
edgar_filing_content
Fetch the text content of a specific SEC filing. Returns the primary document (10-K, 10-Q, etc.) stripped of HTML, suitable for LLM consumption. Use edgar_recent_filings first to get the accession number.
edgar_full_text_search
Full-text search across all SEC filings via the EDGAR EFTS index. Filter by comma-separated form types and date range. Useful for finding filings that mention specific terms.
edgar_company_facts
Get structured XBRL financial facts for a company. Without 'concept', returns the top-level facts catalog (concepts the company has reported). With 'concept' (e.g. 'Revenues', 'Assets', 'EarningsPerShareBasic'), returns the time series of values for that concept.
edgar_insider_transactions
List recent Form 4 insider transaction filings for a company. Returns accession numbers and filing dates; for detailed transaction data, use edgar_filing_content on each.
edgar_filings_by_form_type
Pull all recent SEC filings of a specific form type across all companies. Useful for monitoring (e.g. 'all 8-Ks today', 'all S-1s this week'). Returns accession numbers, filers, and filing dates.
nrel_pvwatts
Estimate solar PV system production using NREL's PVWatts v8 model. Returns annual and monthly AC energy output (kWh), solar resource (kWh/m²/day), and capacity factor. Used by solar developers, homeowners, and ESG analysts to size and estimate solar arrays.
nrel_solar_resource
Annual and monthly solar resource data (Direct Normal Irradiance, Global Horizontal Irradiance, Latitude-Tilt Irradiance) for a location. Useful for site evaluation before sizing a solar system.
nrel_utility_rates
Average residential, commercial, and industrial electric utility rates (cents per kWh) for a location, plus the utility name. Used for ROI analysis on solar, EV charging, building electrification.
nrel_alt_fuel_stations
Find alternative fuel stations near a location: electric (EV) charging, CNG, LNG, E85, hydrogen, propane, biodiesel. Used by route planning agents, fleet operators, and EV/clean-fuel tech.
nrel_alt_fuel_station_detail
Detailed info for a single alternative fuel station by station ID. Get the ID from nrel_alt_fuel_stations results.
fda_drug_lookup
Look up FDA drug label info by NDC code, brand name, or generic name. Returns indications, dosage, warnings, contraindications, mechanism, manufacturer, and DEA scheduling. Used for clinical decision support, pharmacy automation, drug-info chatbots.
fda_drug_recalls
FDA drug enforcement actions (recalls). Filter by product name, recall classification (I=most severe, II, III), state, or date range. Useful for pharmacy compliance, supply chain monitoring, pharmacovigilance.
fda_drug_adverse_events
FDA Adverse Event Reporting System (FAERS) reports for a specific drug. Each result describes a reported adverse reaction including patient demographics, reactions, outcome, and seriousness. Used for pharmacovigilance and post-market safety analysis.
fda_device_recalls
FDA medical device recalls. Filter by device name or recalling manufacturer, classification (Class 1 most severe), or date range. Used for medical device supply chain monitoring and hospital biomed compliance.
fda_device_510k
FDA 510(k) clearances for medical devices. The 510(k) pathway is how most non-high-risk devices come to market in the US. Filter by manufacturer (applicant), device name, product code, or decision date range. Used for competitive intel, device R&D scouting, M&A research.
fda_food_recalls
FDA food enforcement actions (food recalls). Filter by product description, recall classification, state, or date range. Used for retail food safety monitoring, supply chain compliance, restaurant management.
census_population
Get total population for a US geography (state, county, ZIP/ZCTA, city, census tract, MSA, or national). Returns total, male, female, and median age. Used for market sizing, location intelligence, demographic analysis.
census_demographics
Race, ethnicity, and age breakdown for a US geography. Returns counts for white, black, Asian, AIAN, NHPI, other, two-or-more, plus Hispanic/Latino total and median age. Source: ACS 5-year.
census_income_housing
Median household income, per capita income, housing units, owner vs renter occupancy, median home value, median gross and contract rent for a US geography. Used for real estate AI, market analysis, location-based pricing.
census_commute_employment
Labor force, unemployment, commute times, public transit usage, work-from-home rates for a US geography. Used for site selection, workforce analysis, commercial real estate.
census_business
Business establishments, employment, and annual payroll from County Business Patterns. Optional NAICS industry filter. Used for industry research, competitive intel, supply chain analysis.
census_geography_lookup
Look up Census FIPS codes by name. Supports state name or 2-letter code, ZIP code (5 digits), and (for state) substring matching. Use this to find the FIPS codes needed by other census_* tools.
epa_facility_search
Search EPA-regulated facilities by state, city, zip, and/or facility name. Returns each facility's Registry ID (needed for the other EPA tools), address, and a snapshot of its compliance status across Clean Air Act, Clean Water Act, RCRA (waste), and Safe Drinking Water programs. Provide at least one filter; broad queries (e.g. state only for a large state) may be rejected as too broad, so add a city, zip, or name.
epa_facility_details
Get a Detailed Facility Report for one facility by its EPA Registry ID: name, address, permits held, and per-statute (CAA/CWA/RCRA/SDWA) compliance and inspection summaries. Use epa_facility_search first to obtain the registry_id.
epa_facility_compliance
Report a facility's current compliance status and recent non-compliance history by environmental program (Clean Air Act, Clean Water Act, RCRA hazardous waste, Safe Drinking Water Act). Shows quarters in non-compliance, quarters in significant non-compliance, and last inspection per statute. Requires an EPA Registry ID.
epa_enforcement_search
List formal enforcement actions and penalties taken against a facility, plus a per-program summary of formal/informal actions, cases, and total penalties. Requires an EPA Registry ID (use epa_facility_search to find it).
epa_water_or_air_violations
Report a facility's air (Clean Air Act) or water (Clean Water Act / Safe Drinking Water Act) violations and the related compliance summaries. Set media to 'air', 'water', or 'all'. Requires an EPA Registry ID.
fec_candidate_search
Search federal candidates (President, House, Senate) by name, state, office, or party using FEC data. Returns candidate IDs needed for the other FEC tools.
fec_candidate_details
Get full detail for a single federal candidate by FEC candidate_id (e.g. 'P80001571'). Includes office, party, status, election years, and mailing address. Use fec_candidate_search to find the candidate_id.
fec_committee_search
Search FEC-registered political committees (campaign committees, PACs, party committees, Super PACs) by name, state, or committee type. Returns committee IDs.
fec_candidate_financials
Get aggregate campaign finance totals for a candidate by FEC candidate_id, broken down by election cycle. Includes total receipts, disbursements, individual contributions, cash on hand, and debts. Filter to one cycle with the cycle parameter.
fec_independent_expenditures
List independent expenditures (FEC Schedule E) supporting or opposing a candidate or made by a committee. Shows spender committee, amount, date, support/oppose, and description. Provide candidate_id or committee_id.
patent_search
Search granted US patents by keyword (matched against title and abstract), title, and/or grant date range. Provide at least one of query, title, start_date, end_date. Returns title, grant date, assignee, and inventors.
patent_details
Fetch full details for a single patent by its USPTO patent_id (e.g. '10757852'). Returns title, grant date, type, abstract, assignees, inventors, and citation count.
patent_inventor_search
Find inventors by last name (and optional first name). Returns inventor id, name, location, and total patent count. Use the inventor name in patent_search to find their patents.
patent_assignee_search
Find patent assignees (companies / organizations) by name fragment. Returns assignee id, organization name, location, and total patents owned. Ranked by patent count.
patent_recent
List the most recently granted US patents since a start date (defaults to 30 days ago), newest first. Useful for monitoring newly issued patents.
nonprofit_lookup_ein
Look up a US tax-exempt organization by exact EIN from the IRS Exempt Organizations Business Master File (~1.27M orgs). Returns name, address, IRC subsection, and current EO status. Use nonprofit_details for the fully decoded record.
nonprofit_search_name
Fuzzy-search tax-exempt organizations by name, optionally filtered to a US state. Tolerant of word reordering and minor spelling differences. Returns ranked matches with EIN, location, and IRC subsection. Use the returned EIN with nonprofit_details or nonprofit_lookup_ein.
nonprofit_search_location
Find tax-exempt organizations by location: city, state, and/or 5-digit ZIP. At least one filter is required. Useful for discovering charities, churches, and foundations in an area. Returns up to 100 organizations.
nonprofit_details
Full IRS EO BMF record for one organization by EIN, with the coded fields (subsection, foundation status, deductibility, EO status, ruling date) decoded to human-readable labels. Includes address, NTEE code, and the most recent reported asset/income/revenue figures.
nonprofit_status
Current exempt-organization status for one organization by EIN: whether the IRS recognition is active, revoked, or terminated, plus the decoded status label, contribution deductibility, and the ruling (recognition) date. Tells donors and grantmakers if an org is still in good standing.
caselaw_search
Search US court opinions (Caselaw Access Project, public domain) by case name / keyword, court, jurisdiction, and decision-date range. Returns matching case metadata with CAP ids and citations. Use caselaw_opinion_text with a returned id to read the full opinion. Note: v1 index covers the U.S. Reports reporter (official US Supreme Court reporter).
caselaw_citation_lookup
Resolve a reporter citation (e.g. '347 U.S. 483', '347 U. S. 483', '384 U.S. 436') to the case it identifies. Matches official and parallel citations. Returns the case metadata including its CAP id for use with caselaw_opinion_text.
caselaw_case_details
Get full metadata for a single case by its CAP id (name, citations, court, jurisdiction, decision date, reporter location, and the source URL for its full text).
caselaw_opinion_text
Fetch the full opinion text of a case on demand by its CAP id. Text is retrieved live from the public-domain CAP static mirror (not stored), and includes each opinion (majority, dissent, concurrence) with its author. Use max_chars to bound the response.
book_search
Search the full Project Gutenberg catalog (~78,500 public-domain books) live via Gutendex by title / author / subject keyword, with optional author, subject, and language filters. Ranked by keyword relevance then download popularity. Returns each book's Gutenberg id, title, author(s), language, and download count. Use book_fulltext_search to search inside the locally indexed top books.
book_details
Get full catalog metadata for a single book by its Project Gutenberg id (title, authors, subjects, languages, copyright, download count, and whether its full text is indexed here).
book_fulltext_search
Search INSIDE the indexed corpus of top public-domain books for a phrase or keywords and get back the matching passages, each with the book title, author, and a snippet around the match. This is the headline feature: agents can find where a passage appears across great books. Optionally restrict to one book by gutenberg_id.
book_get_text
Return the full text of an indexed book by Gutenberg id, paginated by passage. Use from_seq + max_passages to page through it. For books in the catalog that are NOT indexed locally, returns the public gutenberg.org plain-text URL so the agent can fetch it directly.
book_status
Report the books store status: the catalog is served live via Gutendex (78,000+ books), plus the local D1 indexed-corpus counts (books with full text indexed, total indexed passages, last refresh timestamp).
paper_search
Search ~250M scholarly works (papers, preprints, datasets) live via OpenAlex by keyword across title, abstract, and full text, with optional author, year, and open-access-only filters. Ranked by relevance. Returns each work's OpenAlex id, DOI, title, authors, venue, year, citation count, and a free full-text URL when open access. Use paper_fulltext_search to search inside the locally indexed open-access corpus.
paper_details
Get full catalog metadata for a single scholarly work by OpenAlex id (e.g. 'W2741809807') or DOI (e.g. '10.1038/nature12373'). Returns title, authors, venue, year, citation count, open-access status, and a free full-text URL when available. For a bare arXiv id, use paper_get_text with paper_key 'arxiv:<id>' to read indexed text, or paper_search by title for OpenAlex metadata.
paper_fulltext_search
Search INSIDE the indexed open-access corpus (arXiv + PubMed Central OA full text) for a phrase or keywords and get back the matching passages, each with the paper title, authors, and a snippet around the match. This is the headline feature: agents can find where a finding or method is discussed across open-access papers. Optionally restrict to one paper by paper_key.
paper_get_text
Return the full text of an indexed open-access paper by its corpus key (e.g. 'arxiv:2310.12345'), paginated by passage. Use from_seq + max_passages to page through it. For works not indexed locally, returns a pointer to find the open-access URL via paper_search / paper_details.
paper_status
Report the scholarly store status: the catalog is served live via OpenAlex (~250M works), plus the local D1 indexed-corpus counts (papers with full text indexed, total indexed passages, per-source breakdown, last refresh timestamp).
reg_search
Search the Federal Register (the daily journal of the US government) for rules, proposed rules, notices, and presidential documents by keyword, with optional agency, document type, and publication-date filters. Returns each document's number, title, type, publishing agency, abstract, and URL. Use reg_document to get the full text of one document.
reg_document
Get full metadata and a plain-text body excerpt for a single Federal Register document by its document number (e.g. '2026-09905'). Returns title, type, agencies, abstract, affected CFR parts, a leading excerpt of the full rule text, and the URL for the complete document.
reg_cfr_search
Full-text search the current Code of Federal Regulations (eCFR, all 50 titles) for a phrase or keywords. Returns matching sections with their citation (e.g. '40 CFR 98.411'), hierarchy heading, a text snippet, effective date, and the official eCFR URL, plus the total match count. Use reg_cfr_section to read a full section's text.
reg_cfr_section
Get the current text of a specific Code of Federal Regulations section. Provide the title number, part, and section (e.g. title 40, part '98', section '98.411'). Returns the section's plain text, the date it is current as of, and the official eCFR URL.
reg_cfr_titles
List the 50 Code of Federal Regulations titles with their name and the date each title's text is current as of. Useful for discovering title numbers (e.g. Title 26 = Internal Revenue, Title 40 = Protection of Environment) before calling reg_cfr_section.
realestate_search
Find real-estate markets (metro areas or states) by name and get each one's latest typical home value (Zillow Home Value Index). Use this to discover the region name/id before calling realestate_home_values, realestate_rents, or realestate_trend.
realestate_home_values
Get the typical home value for a metro or state (Zillow Home Value Index): the latest value plus 1-year and 5-year-ago values and percent change. Pass a region name or id.
realestate_rents
Get the typical asking rent for a metro or state (Zillow Observed Rent Index): the latest value plus 1-year and 5-year-ago values and percent change. Pass a region name or id.
realestate_trend
Get the monthly time series of home values (ZHVI) or rents (ZORI) for a metro or state, to chart or analyze the trend.
realestate_status
Report real-estate store coverage: number of regions, total monthly data points, the latest month available, and last refresh. Data is Zillow Research (ZHVI + ZORI), metro and state level.
parcel_search
Search property parcels by street address and get assessed value, land use, and most recent sale for each match. Coverage: Maryland statewide (all 24 jurisdictions, includes sale prices) and Harris County, TX / Houston (appraised value only, no sale prices since Texas is a non-disclosure state). Returns valuation and characteristics only, not owner names. Use parcel_details for the full record.
parcel_details
Get the full record for one parcel by its account id: address, current assessed value (total, land, improvement), land use, zoning, year built, structure square footage, lot size, coordinates, and most recent sale. Valuation and characteristics only, no owner name.
parcel_sales_history
Get the recorded sale history (price + date, no party names) for one parcel by account id. Useful for valuation, appreciation, and comp analysis.
parcel_coverage
List which states/counties the parcel tools currently cover and how many parcels each holds. Coverage grows by state over time.
spending_search_awards
Search federal awards (contracts, grants, loans) from USAspending.gov by recipient company, keyword, and/or awarding agency, with optional fiscal year and minimum amount. Returns each award's id, recipient, amount, awarding agency, type, start date, and description, sorted by amount.
spending_award_details
Get full detail for one federal award by its award id (the generated id from spending_search_awards): recipient, amount, type, awarding and funding agencies, period of performance, NAICS/PSC, place of performance, and description.
spending_recipient_summary
Summarize a company's federal awards: total dollars and top awards for a recipient name in a category (contracts by default). Useful for due diligence and to see who the government pays.
trials_search
Search ClinicalTrials.gov for clinical studies by condition, intervention/drug, sponsor, recruitment status, and/or location. Returns each trial's NCT id, title, status, conditions, lead sponsor, phase, and study type.
trials_details
Get full detail for one clinical trial by its NCT id (e.g. 'NCT02562313'): title, status, conditions, sponsor, phase, interventions, brief summary, enrollment, start/completion dates, number of sites, and the study URL.
treasury_debt
US total public debt outstanding (the 'Debt to the Penny' series from the US Treasury). Returns the most recent figure plus history, split into debt held by the public and intragovernmental holdings. Keyless, official Treasury data.
treasury_interest_rates
Average interest rates the US Treasury pays on its marketable and non-marketable securities (Treasury Bills, Notes, Bonds, TIPS, etc.), by month. Optionally filter by security description.
treasury_exchange_rates
Official US Treasury Reporting Rates of Exchange (the rates US government agencies use to convert foreign currency balances to dollars). Published quarterly. Provide a country or currency to filter, e.g. 'Canada', 'Euro', 'Yen'.
treasury_auctions
Recent US Treasury securities auction results: term, CUSIP, issue/maturity dates, high yield, interest rate, bid-to-cover ratio, and amounts. Optionally filter by security type (Bill, Note, Bond, TIPS, FRN).
treasury_cash_balance
Daily operating cash balance of the US Treasury (the Treasury General Account, the government's checking account at the Fed), from the Daily Treasury Statement. Values are in millions of dollars.
worldbank_indicator
Time series for a World Bank development indicator for one country. Friendly indicators: gdp, gdp_per_capita, gdp_growth, inflation, population, unemployment, life_expectancy, exports, imports, gni_per_capita, poverty_rate, internet_users (or pass a raw World Bank code). Country accepts ISO2/ISO3 codes or common names (e.g. 'US', 'China', 'Germany'). Keyless, official World Bank data.
worldbank_compare
Compare the most recent value of a World Bank indicator across multiple countries (up to 6). Provide a comma-separated list of country codes or names.
worldbank_country_profile
Snapshot of a country's key development indicators (GDP, GDP per capita, growth, inflation, population, unemployment, life expectancy), each at its most recent available year.
bls_indicator
US labor & price statistics from the Bureau of Labor Statistics by friendly name. Available: unemployment_rate, labor_force_participation, employment_population_ratio, cpi, cpi_less_food_energy, nonfarm_payrolls, avg_hourly_earnings, avg_weekly_hours, ppi_final_demand. Returns a monthly time series. Keyless official BLS data.
bls_series
Fetch any BLS time series by its raw series ID (e.g. 'LNS14000000' for the unemployment rate, or a state/industry series). For when you know the exact BLS series ID.
npi_lookup
Look up a single US healthcare provider by their 10-digit NPI (National Provider Identifier). Returns name, type, credential, primary specialty (taxonomy), practice location, and status. Keyless CMS data.
npi_search_provider
Search individual US healthcare providers by name. Requires a last_name (first_name, state, city optional). Returns NPI, specialty, location for each match.
npi_search_organization
Search healthcare organizations (hospitals, clinics, group practices, labs) by name. Requires organization_name; state and city optional.
npi_search_specialty
Find healthcare providers by specialty (taxonomy description) in a location. Requires taxonomy (e.g. 'Cardiology', 'Pediatrics', 'Nurse Practitioner'); state and city optional but recommended.
npm_package
Look up an npm (Node.js) package: latest version, description, license, repository, last publish date, deprecation status, and last-month download count. Pair with cve_search_by_keyword to check for known vulnerabilities. Keyless.
pypi_package
Look up a Python (PyPI) package: latest version, summary, license, author, homepage, and required Python version. Keyless.
cargo_crate
Look up a Rust crate on crates.io: latest version, description, total downloads, repository, and homepage. Keyless.
github_repo
Public GitHub repository stats: description, stars, forks, open issues, primary language, license, last push date, and archived status. Useful for assessing the health and maintenance of an open-source dependency. Keyless (60 req/hr unauthenticated).
rdap_domain
Registration record for a domain via RDAP (the modern WHOIS): registrar, creation/update/expiration dates, status flags, nameservers, and DNSSEC. Useful for due diligence and OSINT on a company's web presence. Keyless.
rdap_ip
Ownership record for an IP address or block via RDAP: the network name, owning organization, ASN, CIDR range, and country. Pairs with ip_reputation and entity lookups. Keyless.
ip_reputation
Risk profile for an IP address: geolocation and network (ASN/ISP/org) plus two abuse signals - whether it is a known Tor exit node, and whether it appears on the abuse.ch Feodo botnet command-and-control blocklist. For fraud, abuse, and security screening. Keyless.
fbi_wanted
Search the FBI's public Wanted/fugitive list by name or keyword. Returns matching subjects with aliases, the responsible field offices, and a link. Complements sanctions screening for person due diligence. Keyless.
recreation_search_facilities
Search US federal recreation facilities (campgrounds, picnic areas, trailheads, marinas, visitor centers) across NPS, USFS, BLM, USACE, BOR, FWS. Filter by name, state, or activity (e.g. 'CAMPING', 'FISHING', 'HIKING').
recreation_facility_detail
Full record for a single federal recreation facility by its RIDB FacilityID: contact, GPS, reservation URL, accessibility, agency.
recreation_search_recareas
Search federal recreation AREAS (broader units: a whole national forest, a national park unit, a BLM management area) by name, state, or activity. For higher-level place search use this; for specific facilities (campgrounds, trailheads) use recreation_search_facilities.
recreation_search_campsites
Search individual campsites (sites within a campground): loop, accessibility, type, reservable. Provide facility_id to list sites within a known campground, or query to free-text search.
recreation_nearby
List federal recreation facilities within a radius of a coordinate. Useful for proximity searches (e.g. campgrounds near a property, fishing spots near a city). Radius is in kilometers.
congress_search_bills
Search or list recent U.S. federal bills and resolutions from Congress.gov. Returns the most recently updated bills, optionally scoped to a Congress number or filtered by a free-text query. Use this to find legislation by topic or to see what is currently moving.
congress_bill_details
Get full detail for one bill, including title, sponsor, latest action, policy area, and a cosponsor party breakdown. Requires the Congress number, bill type, and bill number (e.g. 118, 'hr', 3076).
congress_bill_actions
Get the chronological legislative action history for one bill (introductions, committee referrals, votes, becoming law). Requires Congress number, bill type, and bill number.
congress_bill_cosponsors
List the cosponsors of one bill with their party and state. Useful for mapping coalitions behind legislation. Requires Congress number, bill type, and bill number.
congress_search_members
Search members of Congress, optionally filtered by Congress number, two-letter state, and district. Returns name, party, chamber, and bioguide ID (use that ID with congress_member_details).
congress_member_details
Get detailed profile for one member of Congress by bioguide ID (e.g. 'P000197'), including party history, terms served, and leadership roles.
congress_house_votes
List recent U.S. House roll-call votes for a Congress, with vote number, question, result, and date. Defaults to the current Congress.
congress_recent_laws
List bills that have become public or private law in a given Congress. Defaults to the current Congress. Use law_type 'pub' for public laws or 'priv' for private laws.
lobbying_search
Search U.S. federal lobbying disclosure filings (Senate LDA). Filter by year, filing type, registrant (lobbying firm), client (who hired them), or general issue code. Returns filings with the client, registrant, period, income/expenses, and lobbying issues. Pair with FEC and Congress tools to follow the money.
lobbying_detail
Get the full detail of one lobbying filing by its UUID (from lobbying_search results), including all lobbying activities, issues, covered officials contacted, and the lobbyists involved.
lobbying_contributions
Search LDA contribution reports (political contributions disclosed by lobbyists/registrants). Filter by year, registrant, or lobbyist name.
lobbying_registrants
Search registered lobbying firms (registrants) by name. Returns registrant profile records.
lobbying_lobbyists
Search individual lobbyists by name (and optionally by their registrant firm). Returns lobbyist records with their associated firm.
fdic_search_institutions
Search FDIC-insured banks and savings institutions by name, state, or city. Returns CERT number, name, location, total assets, deposits, net income, ROA, ROE, charter class. Use the CERT number for follow-up queries to fdic_financials or fdic_history.
fdic_failures
List FDIC bank failures. Filter by state and/or date range. Returns failure date, institution name, location, estimated cost, and resolution type. Sorted most-recent first. Use this for systemic-risk research, historical bank-stability analysis, or compliance work.
fdic_financials
Get quarterly financial data for a specific bank by CERT number (FDIC Certificate Number). Returns recent quarters of assets, deposits, loans, capital ratios, income, and asset quality metrics. Most recent quarters first.
fdic_summary
Industry-level summary financials. Returns year-by-year aggregates across all FDIC-insured institutions, optionally filtered to a single state. Useful for macro banking-sector analysis.
fdic_deposits
Branch-office deposit data from the FDIC Summary of Deposits (annual snapshot). Returns deposits per branch sorted by deposit volume, useful for measuring local-market banking concentration.
fdic_history
Institution history events for a specific bank by CERT: mergers, acquisitions, name changes, charter conversions, failures. Returns most-recent first.
usgs_earthquake_feed
USGS official earthquake summary feed by period and minimum magnitude. period: hour|day|week|month. min_mag: 1.0|2.5|4.5|significant. Returns all events worldwide above the threshold within the period, with magnitude, location, depth, and event detail URL.
usgs_earthquake_search
Custom earthquake search via USGS fdsnws. Filter by magnitude, time range, and lat/lon bounding box. Returns up to 100 events sorted by time. Use this for analytical queries instead of the feed when you need historical or geographic filtering.
usgs_earthquake_detail
Get full detail for a specific earthquake event by USGS event ID. Returns origin, magnitude details, focal mechanism (if available), shake-map link, felt reports, tsunami flag, and impact estimates.
usgs_water_realtime
Real-time water data from USGS NWIS streamgages. Filter by site code, state, or parameter (e.g. '00060' = streamflow cfs, '00065' = gage height ft). Useful for flood-stage monitoring, drought tracking, and hydrological research.
cms_hospital_search
Search Medicare-certified hospitals from the CMS Hospital General Information dataset. Returns facility name, address, ownership type, emergency-services flag, and CMS overall star rating (1-5). Filter by state, city, and partial facility-name match.
cms_nursing_home_search
Search Medicare-certified nursing homes from CMS Nursing Home Compare. Returns name, address, ownership, certification status, total beds, and quality measures.
cms_home_health_search
Search Medicare-certified home health agencies from CMS Home Health Compare. Returns agency name, address, services offered, and quality ratings.
cms_hospice_search
Search Medicare-certified hospice agencies from CMS Hospice Compare. Returns provider name, address, ownership, and quality measures.
cfpb_search_complaints
Search the CFPB Consumer Complaint Database (4M+ complaints submitted against financial companies since 2011). Filter by free-text term, company, product, state, date range, and narrative-presence. Returns complaint metadata plus public narratives when available.
cfpb_complaint_aggregations
Aggregate complaint counts by a single facet (product, issue, company, state, company_response, or submitted_via). Useful for ranking companies by complaint volume or finding the most common issue categories.
cfpb_complaint_trends
Time-series trends of complaint volume. lens=overview shows total complaints over time; lens=product shows by product; lens=company shows by company; lens=issue shows by issue. Interval can be month, quarter, or year.
cfpb_complaint_detail
Fetch a single CFPB complaint by complaint_id. Returns the full record including narrative if consented.
cfpb_state_complaints
Complaint counts and percentages per US state, with optional product filter and date range. Useful for state-level financial-consumer risk maps.
cfpb_suggest_company
Auto-complete company names. Returns up to 10 suggestions matching the partial input. Use the results as exact values for cfpb_search_complaints' company parameter.
cdc_weekly_deaths_by_state
CDC weekly provisional deaths by state and cause (NCHS dataset muzy-jte6). Returns all-cause and selected-cause death counts per state per ISO week. Useful for excess-mortality and respiratory-disease seasonality analysis.
cdc_excess_deaths_covid
CDC excess deaths associated with COVID-19 (xkkf-xrst). Modeled expected vs observed deaths by state and week. Used to estimate true pandemic impact beyond reported COVID deaths.
cdc_flu_surveillance
CDC FluView state-level influenza surveillance (vh55-3he6). Returns weekly ILI (influenza-like illness) activity levels per state.
cdc_leading_causes_of_death
NCHS leading causes of death by state (bi63-dtpu). Returns total deaths and age-adjusted death rates per cause per state per year. Useful for chronic disease + injury mortality research.
cdc_drug_overdose_deaths
CDC drug overdose deaths by state and indicator (9j2v-jamp). 12-month rolling counts. Useful for opioid/fentanyl/stimulant policy research and treatment-program siting.
cdc_vaccination_coverage
COVID-19 vaccination coverage by US county (8xkx-amqh). Returns booster + primary series percentages over time. Useful for public-health gap analysis.
cdc_outbreak_reports
CDC NORS foodborne / waterborne / enteric outbreak reports (iezt-77pi). Returns outbreak date, state, etiology, illnesses, hospitalizations, deaths, and implicated food/exposure.
cdc_dataset_query
Generic SoQL query against any data.cdc.gov dataset. Use this when none of the curated tools fit. Accepts a 4x4 Socrata ID and a where-clause. SoQL reference: https://dev.socrata.com/docs/queries/
open_payments_search
Search CMS Open Payments general payments (Sunshine Act) -- pharmaceutical/device company payments to doctors and teaching hospitals. Filter by company, doctor surname, state, specialty, and year. Returns payment amount, type (food/travel/consulting/gift/royalty), drug/device name, and recipient details. 15M+ records per year.
open_payments_top
Same filters as open_payments_search but sorted by payment amount descending. Use this to find the LARGEST individual pharma payments by company, state, or specialty.
open_payments_research
Search Open Payments RESEARCH payments -- clinical research grants and study funding from pharma/device companies to doctors. Separate dataset from general payments.
open_payments_ownership
Search Open Payments OWNERSHIP / investment-interest data -- doctors with equity stakes in pharma/device companies. The deepest disclosure category and the strongest conflict-of-interest signal.
open_payments_by_company
Pre-aggregated payment summary grouped by reporting company across all years. Returns total dollars and payment count per manufacturer/GPO. Use this to rank companies by their pharma-influence spend.
open_payments_national_summary
National-level Open Payments totals and averages across all years. Shows how much money flows from pharma to doctors nationally, broken down by payment-nature category.
open_payments_state_totals
State-level Open Payments totals. Returns payment totals and average per recipient per state. Useful for state-level pharma-influence research.
open_payments_by_specialty
Payment totals grouped by medical specialty. Reveals which specialties receive the most pharma money: orthopedic surgeons, cardiologists, psychiatrists, etc.
entity_resolve
Resolve a company across US government sources in one call. Searches SEC EDGAR, EPA ECHO, and the sanctions lists by name and returns the candidate match and strong identifiers (SEC CIK, ticker, EPA registry id) found in each. Use this to confirm WHO an entity is and gather its IDs before pulling detail. Matches are name-based candidates to verify, not certain identity links.
entity_dossier
Build a consolidated cross-source dossier for a company in one call: SEC registration and identifiers (EDGAR), environmental footprint and regulated facilities (EPA ECHO), and sanctions/denied-party screening (OFAC/UN/EU/BIS) with a confidence score. Returns a per-source summary plus top records. This is a single AI-native lookup across data that otherwise lives in separate silos. Matches are name-based; verify identity before relying on any link.
search_available_datasets
Your guide to LiveDataLink's entire data catalog. Call this FIRST when you're unsure which tool to use, or when the user asks about data availability. LiveDataLink has 177 tools across 50+ data domains: finance (stocks, options), crypto, transportation/FMCSA carriers, property records, weather/air quality, vehicle VIN/recalls, package tracking, local business search, sanctions screening (OFAC SDN, EU, UN, BIS), FEMA disasters and flood data, federal courts (CourtListener), cybersecurity (CVE/CWE/EPSS/CISA KEV), US college metrics (IPEDS), EIA energy data (gasoline, natural gas, electricity, oil supply, renewables), FRED Federal Reserve macroeconomic series (GDP, CPI, fed funds, unemployment, yields), SEC EDGAR filings (10-K, 10-Q, 8-K, insider transactions), and NREL renewable energy (PVWatts solar, utility rates, EV charging stations), US Census demographics, EPA environmental compliance, FEC campaign finance, USPTO patents, IRS nonprofits (Form 990/EO BMF), US caselaw, public-domain books (full-text search), open-access scholarly papers (OpenAlex catalog + arXiv/PMC full-text search), and federal regulations (Federal Register rules/notices + the Code of Federal Regulations). New domains ship weekly based on which queries customers actually run. Returns exact tool names for matched domains AND logs every search to a roadmap database. High-frequency unmet queries jump the build queue. Use this freely; it costs no credits. Call for: 'what data do you have?', 'can you look up X?', 'do you have Y data?', 'what tools are available?', or any data coverage question.
Customize Tools
Edit descriptions, modify arguments, select tools, or add new ones
Set Up Your Livedatalink MCP Server in Minutes
Add the following configuration to your MCP client. Authentication is handled via OAuth. Compatible with Claude Desktop, Claude Code, Cursor, ChatGPT, VS Code, n8n, and any MCP-compatible agent.
Claude Desktop
{
"mcpServers": {
"willow-livedatalink": {
"type": "http",
"url": "https://<org>.mcp-s.com/mcp/mcp/livedatalink"
}
}
}Cursor
{
"mcpServers": {
"willow-livedatalink": {
"type": "http",
"url": "https://<org>.mcp-s.com/mcp/mcp/livedatalink"
}
}
}Claude Code
claude mcp add willow-livedatalink --transport http https://<org>.mcp-s.com/mcp/mcp/livedatalinkn8n
{
"url": "https://<org>.mcp-s.com/mcp/mcp/livedatalink",
"method": "POST"
}Or click "Install with Willow" above to set up automatically with SSO and RBAC preconfigured.
Enterprise Governance for Livedatalink
Willow adds the layer Livedatalink and every other SaaS doesn't ship out of the box: every call runs behind SSO (Okta, Azure AD), enforces RBAC and least-privilege at runtime, writes to full audit logs, and detects shadow AI usage across your stack. One MCP gateway. Any agent. Every tool.
Livedatalink MCP Server FAQ
What is the Livedatalink MCP server?
The Livedatalink MCP server is a Model Context Protocol implementation that lets AI agents like Claude, Cursor, and ChatGPT read and write Livedatalink data through a standardized interface. Willow hosts and governs this server so enterprises can roll it out without a security review backlog.
How is Willow's Livedatalink MCP server different from the official one?
The official Livedatalink MCP server is scoped to a single user's account and does not include enterprise governance. Willow's version adds SSO, RBAC, audit logging, shadow AI detection, and centralized control over which actions agents can take across the entire org.
Which AI clients work with the Livedatalink MCP server?
Claude Desktop, Claude Code, Cursor, ChatGPT, VS Code with MCP support, n8n, and any custom agent built with OpenAI Agents SDK, LangChain, Vercel AI SDK, or Anthropic SDK.
Is the Livedatalink MCP server secure? How does Willow handle authentication?
Every call runs behind your existing SSO (Okta, Azure AD). Per-user OAuth scopes the agent to exactly what that user can do in Livedatalink, nothing more. No credentials reach the LLM. Every action writes to an audit trail.
Can I limit which Livedatalink actions agents can take?
Yes. Willow lets you scope agents to specific actions, specific projects, or specific environments. Toggle actions on or off in the dashboard, or enforce policy via infrastructure-as-code through GitHub.
How do I detect shadow Livedatalink MCP servers in my org?
Willow's browser extension and discovery service surface unmanaged MCP servers, skills, and AI agents across the org. If a developer installed an unapproved Livedatalink MCP locally, you'll see it.
What does the Livedatalink MCP server cost?
Pricing depends on org size and deployment model (SaaS, dedicated cloud, self-host). See withwillow.ai/pricing or contact sales for a quote.
How do I install the Livedatalink MCP server with Willow?
Install via the Willow Connect Panel in one click, or paste the JSON snippet above into your Claude Desktop, Cursor, or Claude Code config. SSO and RBAC inherit from your existing Willow setup.
Compare Willow MCP Gateway
See how Willow stacks up against other MCP platforms on governance, security, and enterprise readiness.
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